Can I store encoded video for later playback?

Yes. Please refer to this FAQ for information on recording an AVN stream with VLC Media Player. There are also numerous NVRs (Network Video Recorder) hardware and software solutions available from other vendors. Any viewer capable of decoding the encoded format (h.264 or MPEG-2) will be able to play back the recorded file.